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Zero-Shot Learning

860 directly classified papers

Papers per year

Papers

CLIP4HOI: Towards Adapting CLIP for Practical Zero-Shot HOI Detection NIPS 2023
Zero-shot Visual Relation Detection via Composite Visual Cues from Large Language Models NIPS 2023
ForecastPFN: Synthetically-Trained Zero-Shot Forecasting NIPS 2023
Zero-shot causal learning NIPS 2023
Learning Attention Propagation for Compositional Zero-Shot Learning WACV 2023
Zero-shot Probing of Pretrained Language Models for Geography Knowledge AACL 2023
Efficient Diagnosis Assignment Using Unstructured Clinical Notes ACL 2023
Team Bias Busters at WASSA 2023 Empathy, Emotion and Personality Shared Task: Emotion Detection with Generative Pretrained Transformers ACL 2023
Generative Pretrained Transformers for Emotion Detection in a Code-Switching Setting ACL 2023
Multiple Thinking Achieving Meta-Ability Decoupling for Object Navigation ICML 2023
OpenSR: Open-Modality Speech Recognition via Maintaining Multi-Modality Alignment ACL 2023
On Second Thought, Let’s Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning ACL 2023
COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective ACL 2023
Zero-shot Faithful Factual Error Correction ACL 2023
GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles ACL 2023
Two Examples are Better than One: Context Regularization for Gradient-based Prompt Tuning ACL 2023
Better Zero-Shot Reasoning with Self-Adaptive Prompting ACL 2023
Tab-CoT: Zero-shot Tabular Chain of Thought ACL 2023
Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models? EACL 2023
Zero-Shot On-the-Fly Event Schema Induction EACL 2023
Low-Resource Compositional Semantic Parsing with Concept Pretraining EACL 2023
Analyzing Zero-Shot transfer Scenarios across Spanish variants for Hate Speech Detection EACL 2023
ULIP: Learning a Unified Representation of Language, Images, and Point Clouds for 3D Understanding CVPR 2023
Being Comes From Not-Being: Open-Vocabulary Text-to-Motion Generation With Wordless Training CVPR 2023
QueryForm: A Simple Zero-shot Form Entity Query Framework ACL 2023